Publications

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2019

• A Study of Two CNN Demosaicking Algorithms. T. Ehret and G. Facciolo, IPOL, 2019. code&demo

• Blind Image Deblurring using the l0 Gradient Prior. J. Anger, G. Facciolo, and M. Delbracio, IPOL, 2019. code&demo

• Improvements of the Inverse Compositional Algorithm for Parametric Motion Estimation. T. Briand, G. Facciolo, and J. Sánchez, IPOL, 2018. code&demo

• Estimating an Image's Blur Kernel Using Natural Image Statistics, and Deblurring it: An Analysis of the Goldstein-Fattal Method. J. Anger, G. Facciolo, and M. Delbracio, IPOL, 2018. code&demo

• An Analysis and Implementation of Multigrid Poisson Solvers With Verified Linear Complexity. M. Di Martino and G. Facciolo, IPOL, 2018. code&demo

• Conservative Scale Recomposition for Multiscale Denoising (The Devil is in the High Frequency Detail). G. Facciolo, N. Pierazzo, and J-M Morel, SIIMS, 2017. , supplementary materials

• Multi-Scale DCT Denoising. N. Pierazzo, J-M Morel, and G. Facciolo, IPOL, 2017. code&demo

• Data Adaptive Dual Domain Denoising: a Method to Boost State of the Art Denoising Algorithms. N. Pierazzo and G. Facciolo, IPOL, 2017. code&demo

• Improving wavefront sensing with a Shack-Hartmann device. M. Rais, J-M Morel, C. Thiebaut, J-M Delvit, and G. Facciolo. OSA Applied Optics, 2016.

• Poisson Image Editing. M. Di Martino, G. Facciolo, and E. Meinhardt, IPOL, 2016. code&demo

• Improving the accuracy of a Shack-Hartmann wavefront sensor on extended scenes. M. Rais, J-M Morel, C. Thiebaut, J-M Delvit, and G. Facciolo, IOP Publishing, Journal of Physics: Conference Series, 2016.

• Attitude Refinement for Orbiting Pushbroom Cameras: a Simple Polynomial Fitting Method. C. de Franchis, E. Meinhardt, D. Greslou, and G. Facciolo, IPOL, 2015. code&demo

• Variational Framework for Non-Local Inpainting. V. Fedorov, G. Facciolo, and P. Arias, IPOL, 2015. code&demo

• Linear Multiscale Analysis of Similarities between Images on Riemannian Manifolds: Practical Formula and Affine Covariant Metrics. V. Fedorov, P. Arias, R. Sadek, G. Facciolo, and C. Ballester, SIAM SIIMS, 2015.

• Reliable multi-scale and multi-window stereo matching. A. Buades and G. Facciolo, SIAM SIIMS, 2015. ,demo

2014

• Multiscale Analysis of Similarities between Images on Riemannian Manifolds. C. Ballester, F. Calderero, V. Caselles, and G. Facciolo, SIAM MMS, 2014.

• Images for Block Matching. G. Facciolo, N. Limare and E. Meinhardt, IPOL, 2014. code&demo, slides pt1, pt2

• TV-L1 Optical Flow Estimation. J. Sánchez, E. Meinhardt and G. Facciolo, IPOL, 2013. code&demo

• A Variational Model for Gradient-Based Video Editing. R. Sadek, G. Facciolo, P. Arias, and V. Caselles, IJCV, 2013. web, , datasets&code

• Analysis of a Variational Framework for Exemplar-Based Image Inpainting. P. Arias, V. Caselles, and G. Facciolo, SIAM MMS, 2012.

• Nonlocal variational models for inpainting and interpolation. P. Arias, V. Caselles, G. Facciolo, V. Lazcano, and R. Sadek, M3AS, 2012.

• A Variational Framework for Exemplar-Based Image Inpainting. P. Arias, G. Facciolo, V. Caselles and G. Sapiro, IJCV, 2011. web

2009

• Anisotropic cheeger sets and applications. V. Caselles, G. Facciolo, and E. Meinhardt, SIAM SIIMS, 2009.

• Irregular to regular sampling, denoising, and deconvolution. G. Facciolo, A. Almansa, J. F. Aujol, and V. Caselles, SIAM MMS, 2009.

show conference papers before 2024 ...

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2023

• Multi-Date Earth Observation NeRF: The Detail Is in the Shadows. R. Marí, G. Facciolo, T. Ehret. Earth Vision CVPR Workshop, 2023. web

• Handheld Burst Super-Resolution Meets Multi-Exposure Satellite Imagery. J. Lafenetre, N. L. Nguyen, G. Facciolo, T. Eboli. Earth Vision CVPR Workshop, 2023.

• L1BSR: Exploiting Detector Overlap for Self-Supervised Single-Image Super-Resolution of Sentinel-2 L1B Imagery. N. L. Nguyen, J. Anger, A. Davy, P. Arias, G. Facciolo. Earth Vision CVPR Workshop, 2023. (Best Student Paper Award) web

• Machine learning and feature extraction for industrial smoke plumes detection from sentinel-2 images. F. Poucin, E. Ouerghi, S. Lajouanie, H. de Almeida Rodrigues, G. Facciolo, C. de Franchis, C. Hessel. IGARSS, 2023.

• On The Potential of InSAR for Estimating Crude Oil Volume Changes From the Deformation of Storage Tanks. R. Akiki, C. de Franchis, G. Facciolo, R. Grandin. J.-M. Morel. IGARSS, 2023.

• Methane plumes detection on prisma L1 images with the adjusted spectral matched filter and wind data. E. Ouerghi, T. Ehret, G. Facciolo, C. de Franchis, E. Meinhardt, J.-M. Morel, T. Lauvaux. IGARSS, 2023.

• On the role of alias and band-shift for sentinel-2 super-resolution. N. L. Nguyen, J. Anger, L. Raad, B. Galerne, G. Facciolo. IGARSS, 2023.

• Video joint denoising and demosaicing with recurrent CNNs. V. Dewil, A. Courtois, M. Rodriguez, N. Brandonisio, D. Bujoreanu, G. Facciolo, P. Arias. WACV 2023. web

• Improving the Pair Selection and the Model Fusion Steps of Satellite Multi-View Stereo Pipelines. A. Gomez, G. Randall, G. Facciolo, R. Grompone. WACV 2023.

• Improving Pixel-Level Contrastive Learning by Leveraging Exogenous Depth Information. A. Ben Saad, K. Prokopetc, J. Kherroubi, A. Davy, Adrien Courtois, G. Facciolo. WACV 2023.

• IAdet: Simplest human-in-the-loop object detection. F. Marchesoni, G. Facciolo. Workshop on Human in the Loop Learning, NeurIPS, 2022.

• Fast Two-step Blind Optical Aberration Correction. T. Eboli, J.-M. Morel, G. Facciolo. ECCV, 2022. web

• Self-Supervised Super-Resolution for Multi-Exposure Push-Frame Satellites. N. L. Nguyen, J. Anger, A. Davy, P. Arias, G. Facciolo. CVPR, 2022. web

• Sat-NeRF: Learning Multi-View Satellite Photogrammetry With Transient Objects and Shadow Modeling Using RPC Cameras. R. Marí, G. Facciolo, T. Ehret. Earth Vision CVPR Workshop, 2022. web

• Self-supervision versus synthetic datasets: which is the lesser evil in the context of video denoising? V. Dewil, A. Barral, G. Facciolo, P. Arias. Vision Datasets Understanding CVPR Workshop, 2022. web

• L1B+: A perfect sensor localization model for simple satellite stereo reconstruction from push-frame image strips. R. Mari, T. Ehret, J. Anger, C. de Franchis, G. Facciolo. ISPRS, 2022.

• Automatic Methane plumes detection in time series of Sentinel-5P L1B images. E. Ouerghi, T. Ehret, C. de Franchis, G. Facciolo, T. Lauvaux, E. Meinhardt, J.-M., Morel. ISPRS, 2022.

• SURECAVI : Super-resolution for Camera system in Visible domain. A. Petreto, G. Facciolo, T. Romera, B. Gaillard, T. Eboli, P. Arias, J. Anger, T. Ehret, N. L. Nguyen, M. Colom, P. Dupuy, P. Ménard, J.-M. Morel. OPTRO 2022.

• Exploration de l’impact de l’estimation monoculaire de la profondeur et de la segmentation sémantique sur la tache de déetection de l’absence de mise au point et du flou de mouvement. M. Serfaty, T. Nikoukhah, J. Anger, G. Facciolo, J.-M. Morel. GRETSI, 2022.

• An assessment of Multi Object Tracking on low framerate conditions. A. Y. Ben Mabrouk, G. Facciolo, R. Grompone, A. Davy. GRETSI, 2022.

• Improved EMVD for RAW video denoising. Z. Zheng, G. Facciolo, P. Arias. GRETSI 2022.

• Apprentissage Contrastif et Segmentation : Exploitation des cartes de profondeur pour améliorer l’apprentissage de représentations. A. Ben Saad, A. Davy, B. Hell, G. Erhard, G. Facciolo. GRETSI 2022.

• Automatic methane plume quantification using sentinel-2 time series. T. Ehret, A. De Truchis, M. Mazzolini, J.-M. Morel, G. Facciolo, IGARSS, 2022.

• Self-supervised push-frame super-resolution with detail-preserving control and outlier detection. N. L. Nguyen, J. Anger, A. Davy, P. Arias, G. Facciolo. IGARSS, 2022.

• Interactive segmentation for shape from shading over hr sar images. F. Marchesoni-Acland, M. d’Autume, G. Facciolo, C. de Franchis, J.-M. Morel, E. Meinhardt-Llopis. IGARSS, 2022.

• Improved Sentinel-1 IW burst stitching through geolocation error correction considerations. R. Akiki, J. Anger, C. de Franchis, G. Facciolo, J.-M. Morel, R. Grandin. IGARSS, 2022.

• An Experimental Comparison of Multi-View Stereo Approaches on Satellite Images. A. Gomez, G. Randall, G. Facciolo, and R. Grompone, WACV 2022.

2021

• Self-supervised multi-image super-resolution for push-frame satellite images. N. L. Nguyen, J. Anger, A. Davy, P. Arias, G. Facciolo. Earth Vision CVPR Workshop, 2021. web (Best Student Paper Award)

• Detection of methane plumes in hyperspectral images from Sentinel-5P by coupling anomaly detection and pattern recognition. E. Ouerghi, T. Ehret, C. de Franchis, G. Facciolo, T. Lauvaux, E. Meinhardt, J.-M. Morel. ISPRS Annals, 2021.

• Proba-V-ref: Repurposing the Proba-V challenge for reference-aware super resolution. N. L. Nguyen, J. Anger, A. Davy, P. Arias, G. Facciolo. IGARSS, 2021. web

• Parallax estimation for push-frame satellite imagery: application to super-resolution and 3D surface modeling from Skysat products. J. Anger, T. Ehret, G. Facciolo. IGARSS, 2021.

• Robust Rational Polynomial Camera Modelling for SAR and Pushbroom Imaging. R. Akiki, R. Mari, C. de Franchis, J.-M. Morel, G. Facciolo. IGARSS, 2021.

• Automatic Stockpile Volume Monitoring using Multi-view Stereo from SkySat Imagery. R. Mari, C. de Franchis, E. Meinhardt-Llopis, G. Facciolo. IGARSS, 2021.

• Detection of methane emissions using pattern recognition. E. Ouerghi, T. Ehret, C. de Franchis, G. Facciolo, T. Lauvaux, E. Meinhardt, J.-M. Morel. IGARSS, 2021.

• A review on Contrastive Learning methods and applications to Roof-type classification on Aerial Images. A. Ben Saad, S. Drouyer, B. Hell, S. Gavoille, S. Gaiffas, G. Facciolo. IGARSS, 2021.

• A comparative study of deramping techniques for Sentinel-1 TOPS in the context of interferometry. R. Akiki, R. Grandin, C. de Franchis, G. Facciolo, J.-M. Morel. IGARSS, 2021.

• A CNN cloud detector for panchromatic satellite images. M. Rodriguez, J. Anger, C. de Franchis, C. Hessel, G. Facciolo, R. Grompone, J.-M. Morel. IGARSS, 2021

• A global registration method for satellite image series. C. Hessel, C. de Franchis, G. Facciolo, J.-M. Morel. IGARSS, 2021.

• Self-supervised training for blind multi-frame video denoising. V. Dewil, J. Anger, A. Davy, T. Ehret, G. Facciolo, and P. Arias. WACV 2021. code web

• CNN-assisted Coverings in the Space of Tilts: Best Affine Invariant Performances with the Speed of CNNs. M. Rodriguez, G. Facciolo, R. Grompone, P. Musé, J. Delon, and J.-M. Morel. ICIP 2020.

• A Review of an Old Dilemma: Demosaicking First, or Denoising First? Q. Jin, G. Facciolo, and J.-M. Morel. CVPR, NTIRE Workshop, 2020. web

• Fast and Accurate Multi-Frame Super-Resolution of Satellite Images. J. Anger, T. Ehret, C. de Franchis, and G. Facciolo. ISPRS Annals, 2020.

• Stockpile monitoring using linear Shape-from-Shading on PlanetScope imagery. M. d’Autume, A. Perry, J.-M. Morel G. Facciolo, and E. Meinhardt. ISPRS Annals, 2020.

• Circular-shaped object detection in low resolution satellite images. A. Tadros, S. Drouyer, G. Facciolo, and R. Grompone von Gioi. ISPRS Annals, 2020.

• Relative Radiometric Normalization Using Several Automatically Chosen Reference Images for Multi-Sensor, Multi-Temporal Series. C. Hessel, R. Grompone von Gioi, J.-M. Morel, G. Facciolo, P. Arias, and C. de Franchis. ISPRS Annals, 2020.

• Robust estimation of local affine maps and its applications to image matching. M. Rodriguez, G. Facciolo, R. Grompone von Gioi, P. Musé, and J. Delon. WACV 2020.

• Depth Map Quality Evaluation for Photographic Applications. E. Zalczer, F.-X. Thomas, L. Chanas, G. Facciolo, and F. Guichard. IS&T EI 2020.

2019

• Joint demosaicing and denoising by overfitting of bursts of raw images. T. Ehret, A. Davy, P. Arias, and G. Facciolo. ICCV 2019.

• To Bundle Adjust or Not: A Comparison of Relative Geolocation Correction Strategies for Satellite Multi-View Stereo. R. Marí, C. de Franchis, E. Meinhardt, and G. Facciolo. ICCV (3DRW) 2019. web

• Efficient blind deblurring under high noise levels. J. Anger, M. Delbracio, and G. Facciolo. ISPA 2019. code demo

• A Non-Local CNN for Video Denoising. A. Davy, T. Ehret, J.-M. Morel, P. Arias, and G. Facciolo. ICIP 2019. , code

• SIFT-AID: Boosting SIFT with an Affine Invariant Descriptor based on Convolutional Neural Networks. M. Rodriguez, G. Facciolo, R. Grompone von Gioi, P. Muse, J.-M. Morel, and J. Delon. ICIP 2019. web, , code

• AID : Un descripteur invariant affine pour SIFT., M. Rodríguez, G. Facciolo, R. Grompone von Gioi, P. Musé, J.-M. Morel, J. Delon. In ORASIS, 2019.

• Model-blind Video Denoising Via Frame-to-frame Training. T. Ehret, A. Davy, J.-M. Morel, G. Facciolo, and P. Arias. CVPR 2019. , code

• 3D Modeling of Earth’s Surface: Study of the Antarctica. P. Chiberre, E. Meinhardt-Llopis, C. de Franchis, and G. Facciolo. IGARSS 2019.

• Assessing the Sharpness of Satellite Images: Study of the Planetscope Constellation. J. Anger, C. de Franchis, and G. Facciolo. IGARSS 2019.

• Modeling Realistic Degradations in Non-Blind Deconvolution. J. Anger, M. Delbracio, and G. Facciolo. IEEE ICIP 2018. , web page,code

• A Comparison of Patch-Based Models in Video Denoising. P. Arias, G. Facciolo, and J.-M. Morel. IEEE IVMSP 2018.

• Quantitative measurement of contrast, texture, color, and noise for digital photography of high dynamic range scenes. G. Facciolo, G. Pacianotto, M. Renaudin, C. Viard, and F. Guichard. IS&T EI 2018. (IQSP Best Paper Award.)

2017

• Straight Subjective Contour Detector, B. Rajaei, R. Grompone, G. Facciolo, and J.-M. Morel, ISPA, 2017.

• Automatic 3D Reconstruction from Multi-Date Satellite Images, G. Facciolo, C. de Franchis, and E. Meinhardt, Earth Vision CVPR Workshop, 2017. , web

• Towards a quantitative evaluation of multi-imaging systems. M. Renaudin, A.-C. Vlachomitrou, G. Facciolo, W. Hauser, C. Sommelet, C. Viard, and F. Guichard. IS&T EI 2017.

• Exemplar-Based Image Inpainting using an Affine Invariant Similarity Measure. V. Fedorov, P., Arias, G. Facciolo, and C. Ballester. Computer Vision, Imaging and Computer Graphics Theory and Applications. VISIGRAPP 2016, Revised Selected Papers. Communications in Computer and Information Science, 2017.

• Improving the accuracy of a Shack-Hartmann wavefront sensor on extended scenes. M. Rais, J-M Morel, C. Thiebaut, J-M Delvit, and G. Facciolo, NCIMP 2016.

• Affine Invariant Self-Similarity for Exemplar-Based Inpainting. V. Fedorov, P., Arias, G. Facciolo, and C. Ballester, VISAPP 2016.

• Optimizing the Data Adaptive Dual Domain Denoising Algorithm. N. Pierazzo, J.-M., Morel, and G. Facciolo, CIARP 2015.

• Iterative Gradient-Based Shift Estimation: To Multiscale or Not to Multiscale?. M. Rais, J.-M., Morel, and G. Facciolo, CIARP 2015.

• MGM: A Significantly More Global Matching for Stereovision. G. Facciolo, C. de Franchis, and E. Meinhardt, BMVC 2015. web page,code,demo,

• DA3D: Fast and Data Adaptive Dual Domain Denoising. N. Pierazzo, M. Rais, J.-M. Morel, and G. Facciolo, ICIP, 2015. web page,demo,

2014

• An automatic and modular stereo pipeline for pushbroom images. C. de Franchis, E. Meinhardt, J. Michel, J.-M. Morel, and G. Facciolo, ISPRS Annals, 2014. web page,demo

• Non-local Dual Image Denoising. N. Pierazzo, M. Lebrun, M. Rais, J.-M. Morel, and G. Facciolo, ICIP, 2014. web page,demo,code, (★ Top 10% Paper Award)

• On stereo-rectification of pushbroom images. C. de Franchis, E. Meinhardt, J. Michel, J.-M. Morel, and G. Facciolo, ICIP, 2014. web page,demo

• Automatic sensor orientation refinement for Pléiades stereo images. C. de Franchis, E. Meinhardt, J. Michel, J.-M. Morel, and G. Facciolo, IGARSS, 2014. web page,demo

• A mathematical perspective of image denoising. M. Colom, G. Facciolo, M. Lebrun, N. Pierazzo, M. Rais, Y.-Q. Wang, and J.-M. Morel, pp 1061, in Proceedings of the International Congress of Mathematicians, Seoul, 2014.

• A gradient based neighborhood filter for disparity interpolation. V. Lazcano, P. Arias, G. Facciolo, and V. Caselles, ICIP, 2012.

• Temporally Consistent Gradient Domain Video Editing. G. Facciolo, R. Sadek, A. Bugeau, and V. Caselles, EMMCVPR, 2011. web

• Relative depth from monocularoptical flow. E. Meinhardt-Llopis, O. D'Hondt, G. Facciolo, and V. Caselles, ICIP, 2011.

2009

• Geodesic neighborhoods for piecewise affine interpolation of sparse data. G. Facciolo and V. Caselles, ICIP, 2009. web, , slides, poster

• Exemplar-based interpolation of sparsely sampled images. G. Facciolo, P. Arias, V. Caselles, and G. Sapiro, EMMCVPR, 2009. web, , slides, code

• Simulation and real-time visualization of changing baseline in a stereo pair, M. Rodríguez, J. Preciozzi, G. Facciolo, and A. Almansa, VIIP, 2008.

• Constrained Anisotropic Diffusion and some Applications, G. Facciolo, F. Lecumberry, A. Almansa, A. Pardo, V. Caselles, and B. Rougé, BMVC, 2006. , poster

• Variational approach to interpolate and correct biases in stereo correlation, G. Facciolo, A. Almansa, and A. Pardo, GRETSI, 2005.

show talks before 2020 ...

hide talks before 2020 ...

• Invited Minitutorial on Automated 3D reconstruction from satellite images, at the SIAM Conference on Imaging Science, Bologna, Italy. June 5-8 2018. Material available here

• Invited speaker at the RISKS 2018 conference. Paris. March 26-27 2018.

• Invited talk the 'Huawei Future ISP Technology Workshop’, Nice, September 22, 2017.

• Invited talk at the CNES CCT 3D Reconstruction Workshop at Toulouse. June 22-23 2017.

• How to win the IARPA Challenge, C. de Franchis, G. Facciolo, E. Meinhardt-Llopis. Meeting MISS, CMLA. December 6 2016.

• IPOL: Image Processing On Line, Dagstuhl Seminar #16462: Inpainting-Based Image Compression. Schloss Dagstuhl - Leibniz-Zentrum für Informatik. November 17 2016

• MGM: A Significantly More Global Matching for Stereovision, Séminaire Images Optimisation et Probabilités, Institut de Mathématiques de Bordeaux. October 13 2016

• A perspective on image denoising, Encounter on space imaging science - between Beijing Institute of Space Mechanics & Electricity (BISME), Research Center for Space Optical Engineering, Dept. of Astronautics, Harbin Institute of Technology and, CMLA ENS-Cachan with the participation of CNES, CMLA. July 15 2015.

• Data Adaptive Dual Domain Denoising, Séminaire de Mathématiques Appliquées au Traitement d'Images (SMATI Seminar). LTCI, Telecom ParisTech. March 5 2015.

• S2P: a new open-source stereo pipeline for satellite images, J. Michel, C. de Franchis, E. Meinhardt, and G. Facciolo. Geomatics Workbooks n° 12 – “FOSS4G Europe Como 2015”. Como, Italy 2015.

• ICE: lightweight, efficient rendering for remote sensing images, J. Michel and G. Facciolo. Geomatics Workbooks n° 12 – “FOSS4G Europe Como 2015”, Como, Italy 2015.

• Multi-Scale Multi-Window 'our last’ word on stereovision presented at the Rencontre de Technologies Spatiales (RTS): “Extraction d'informations des images”, CNES, Toulouse. July 3 2014. slides

• Organizer (with A. Buades) of the mini-symposium “High Precision Stereo Vision” in the SIAM Conference on Imaging Sciences 2014, Hong Kong Baptist University, Hong Kong. May 12-14 2014.

• On the performance of block matching for stereovision presented at the 2014 SIAM Conference on Imaging Science, Mini-Symposium: “High Precision Stereo Vision”. Hong Kong Baptist University, Hong Kong. May 12-14 2014. abstract, slides

• Reproducible Research, IPOL, and Satellite Stereo Image presented at the UPF-DTIC Research Seminar. Barcelona, Spain. Jan 9 2014. slides

• IPOL: Image Processing On Line; Beyond Traditional Articles presented at the Oxford Future of Science conference “Rigour and Openness in 21st Century Science”. Oxford, UK. Apr 11-12 2013. slides

• Analysis of a Variational Framework for Exemplar Based Image Inpainting presented at the 2012 SIAM Conference on Imaging Science, Mini-Symposium: “Recent Advances in Patch-based Image Processing”. Philadelphia, PA, USA. May 20-22 2012. abstract, slides

• Temporally consistent gradient domain video editing presented at the “Santalo's Summer School on Mathematical Models in Image Processing and Computer Vision”. UIMP, Santander, Spain. August 8-12, 2011.